Design Discrepancies, Moving On During module integration, the frontend blames the backend for conservative timing constraints, while the backend complains about the frontend’s redundant logic…Every step in chip design can lead to “signal conflicts” between departments. “The power consumption of arguments is far greater than chip leakage.” Moving on does not mean abandoning one’s position, … Read more
Just off the plane, he went straight to the podium. Looking at his peers in the audience, Yang Lin began to share his experiences from his research trip to Japan: “By going out and comparing, you naturally understand the advantages and disadvantages. The same circuit board has a 30 percentage point higher added value in … Read more
Word Count 3150, Estimated Reading Time 16 Minutes Overview of Multi-Agent LLMs The days of a single model handling everything are long gone. Now, a series of specialized LLM Agents are used, with each agent focusing on its area of expertise. For example, consider this scenario: suppose one agent specializes in gathering all necessary data, … Read more
In the execution of real AI projects, a single agent is often insufficient to meet current demands, which is where multi-agent collaboration comes into play. Multi-Agents vs. Single Agent Generally, multi-agents can “play” multiple roles, greatly expanding their capabilities. They can achieve task planning and allocation, cooperate with each other, communicate, make distributed decisions, engage … Read more
Edge computing is an open platform that provides services near data sources, integrating core capabilities such as networking, computing, storage, and applications to meet digital demands like rapid connectivity, real-time operations, and data optimization. It works in collaboration with cloud computing to drive digital transformation in industries. Cloud computing excels at handling non-real-time, long-term data, … Read more
Software Engineering is one of the four distinctive disciplines in the “Double First-Class” construction plan of East China Normal University. The mission of the Software Engineering College is to cultivate high-end software talents that meet the strategic needs of the country and the development needs of society, in line with the school’s goal of “excellence … Read more